Verify Kazakhstan Telegram catalog statistics with evidence and owner triage

Custom licenceAuto-check passedData & Analytics

Install Kz Stats

skills CLI
$ npx skills add saubakirov/KZ-IT-telegram-list --skill kz-stats -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install saubakirov/KZ-IT-telegram-list kz-stats --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/saubakirov/KZ-IT-telegram-list.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/kz-stats .claude/skills/kz-stats && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
kz-stats
GitHub stars
144
Token cost
~938 tokens
SKILL.md length
448 words
Files
1
Skills in repo
11
Repo updated
First seen
Licence
Custom licence

At a glance

Verify Kazakhstan Telegram catalog statistics with evidence and owner triage

  • Works in 8 steps: Run python scripts/validate_schema.py;… → Run python scripts/validate_links.py… → Retain the raw summary and validate… → …
  • Tasks that involve Statistics
  • SKILL.md covers Authority, Inputs, Ordered Operation and Outputs, plus 2 more sections
  • Calls python

What it does

Kz Stats is an agent skill from saubakirov/KZ-IT-telegram-list. Verify Kazakhstan Telegram catalog statistics with evidence and owner triage

Its SKILL.md is about 940 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Data & Analytics, covering Statistics. It works with Telegram and Python. The repository describes itself as: Verified catalog of Kazakhstan IT and startup Telegram groups, channels, and bots — in English, Russian, and Kazakh.

When your agent uses it

  • Tasks that involve Statistics

Example prompts

  • “/kz-stats”

Requirements

  • Python 3

Workflow steps

8 steps, taken from the first numbered list in SKILL.md.

  1. Run python scripts/validate_schema.py; stop on error. Create temporary machine-summary and
  2. Run python scripts/validate_links.py --update --summary-json . A non-zero
  3. Retain the raw summary and validate schema_version, run_date, totals, and entries. Render
  4. Retry each unresolved handle once with
  5. Use browser evidence only as a bounded fallback. Bind the requested handle, visible name, declared type,
  6. Assign one owner triage disposition
  7. Run schema validation, python scripts/generate_readme.py, and
  8. Report count/date changes, repairs, archives, unresolved rows, evidence, schema, and currency.

What it can do on your machine

Read from SKILL.md and the folder at commit 13a88a0. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Kz Stats loads about 938 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 448 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~21
When it runs · the whole SKILL.md, loaded when a task matches
~938

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 448 words (~938 tokens).

“This is a CL live-network operation. Run only when the owner literally invokes /kz-stats. Receive $ARGUMENTS literally. Never infer liveness, identity, counts, continuity, or death from recollection, a plan, one failed request, or approval without evidence.”

— opening of SKILL.md by saubakirov, Custom licence
name
kz-stats

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/kz-stats of saubakirov/KZ-IT-telegram-list.

Open the folder on GitHubat commit 13a88a0

Compare with similar skills

Kz Stats next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Kz Stats compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Kz Stats this skillsaubakirov/KZ-IT-telegram-list144—~938Automated safety check: PassCustom licence
Tg HubOpenMinis/MinisSkills446—~2.3kAutomated safety check: NotesMIT
StatsmodelszLanqing/codex-claude-academic-skills4.7k15 repos~4.9kAutomated safety check: PassBSD-3-Clause
Rota Bench Regression Analysisoracle/graalpython1.7k—~1.6kAutomated safety check: PassCustom licence
Querying Indonesian Gov Datasuryast/indonesia-gov-apis172—~997Automated safety check: PassMIT
MatlabzLanqing/codex-claude-academic-skills4.7k8 repos~2.3kAutomated safety check: NotesGPL-3.0

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More from saubakirov/KZ-IT-telegram-list

All 11 skills in this repo
  • Kz Add

    saubakirov/KZ-IT-telegram-list

    Preview and apply evidence-backed Telegram candidates with exact owner approval

    144 GitHub stars~1.3k tokensUpdated 1 mo ago
    Auto-check passed
  • Kz Release

    saubakirov/KZ-IT-telegram-list

    Prepare a dated verified catalog snapshot and stop before tag or push

    144 GitHub stars~883 tokensUpdated 1 mo ago
    Auto-check passed
  • Tfw Config

    saubakirov/KZ-IT-telegram-list

    Command /tfw-config audits or changes Trace-First Workflow configuration and propagates values to every registered inline location.

    144 GitHub stars~319 tokensUpdated 1 mo ago
    Auto-check passed
  • Tfw Docs

    saubakirov/KZ-IT-telegram-list

    Command /tfw-docs updates Trace-First Workflow project documentation and technical debt after review.

    144 GitHub stars~294 tokensUpdated 1 mo ago
    Auto-check passed
  • Tfw Handoff

    saubakirov/KZ-IT-telegram-list

    Command /tfw-handoff executes an approved Trace-First Workflow TS and creates ONB, implementation changes, evidence, and RF.

    144 GitHub stars~341 tokensUpdated 1 mo ago
    Auto-check passed
  • Tfw Init

    saubakirov/KZ-IT-telegram-list

    Command /tfw-init initializes Trace-First Workflow or attaches and repairs TFW tooling in an existing project.

    144 GitHub stars~352 tokensUpdated 1 mo ago
    Auto-check passed

Works with

Questions about Kz Stats

What does Kz Stats do?

Verify Kazakhstan Telegram catalog statistics with evidence and owner triage. Kz Stats is an agent skill from saubakirov/KZ-IT-telegram-list.

When should I use Kz Stats?

Kz Stats fits situations like: tasks that involve Statistics.

How do I install Kz Stats in Claude Code?

Run `npx skills add saubakirov/KZ-IT-telegram-list --skill kz-stats -a claude-code`. Or copy the skill folder (.agents/skills/kz-stats in saubakirov/KZ-IT-telegram-list) into .claude/skills/kz-stats in your project. Claude Code loads it when a task matches its description.

How do I install Kz Stats in Codex?

Run `npx skills add saubakirov/KZ-IT-telegram-list --skill kz-stats -a codex`. Or copy the skill folder (.agents/skills/kz-stats in saubakirov/KZ-IT-telegram-list) into .agents/skills/kz-stats in your project. Codex loads it when a task matches its description.

Can I use Kz Stats in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add saubakirov/KZ-IT-telegram-list --skill kz-stats -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kz-stats, .gemini/skills/kz-stats, .github/skills/kz-stats and .opencode/skills/kz-stats in your project.

What does Kz Stats need to run?

Going by SKILL.md and its folder, Kz Stats needs the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Kz Stats access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Kz Stats safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Kz Stats use?

Kz Stats has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Kz Stats use?

About 938 tokens (SKILL.md is roughly 3.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Kz Stats?

Skills that share tags, products or a category with Kz Stats: Tg Hub (OpenMinis/MinisSkills, 446 stars), Statsmodels (zLanqing/codex-claude-academic-skills, 4.7k stars), Rota Bench Regression Analysis (oracle/graalpython, 1.7k stars) and Querying Indonesian Gov Data (suryast/indonesia-gov-apis, 172 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Kz Stats?

saubakirov (a GitHub user) maintains it in saubakirov/KZ-IT-telegram-list, which has 144 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on August 29, 2026.

Source: saubakirov/KZ-IT-telegram-list on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.